HiddenLayer, a Gartner recognized Cool Vendor for AI Security, is the leading provider of Security for AI. Its security platform helps enterprises safeguard the machine learning models behind their most important products. HiddenLayer is the only company to offer turnkey security for AI that does not add unnecessary complexity to models and does not require access to raw data and algorithms. Founded by a team with deep roots in security and ML, HiddenLayer aims to protect enterprise’s AI from inference, bypass, extraction attacks, and model theft. The company is backed by a group of strategic investors, including M12, Microsoft’s Venture Fund, Moore Strategic Ventures, Booz Allen Ventures, IBM Ventures, and Capital One Ventures.
The Challenges
Adapting to AI
In the ever-evolving world of machine learning, new challenges arise often. Public repositories introduce threats, risking the download of models laden with concealed dangers. Simultaneously, organizations grapple with uncertainties surrounding model vulnerabilities, lacking effective risk management. Bottlenecks in model integration impede seamless workflows, escalating friction in the machine learning lifecycle. Adapting strategies is imperative for navigating these multifaceted challenges.
Public Repository Risks
The risk of threats associated with downloading models from public repositories
Lack of Visibility
Limited visibility into potential risks associated with machine learning models
Model Integration Bottlenecks
Inefficiency in the machine learning model lifecycle causes friction in experimentation, training, and deployment
Our Approach
Detect, respond, & innovate
HiddenLayer’s Model Scanner enables you to secure your digital supply chain before deploying them, mitigating the risk of adversarial code on your network. With the Model Scanner, you can identify and remediate potential risks – ensuring a safe and trusted environment.
Enhanced Security
Peace of Mind
You don’t know what you don’t know. Get enhanced security as the Model Scanner identifies and eliminates potential vulnerabilities in machine learning models from public repositories.
Improved Mitigation
Save Time
….with insights into malicious code, enabling informed decisions to mitigate risks effectively and maintain a secure ML operational environment.
Accelerated Innovation
Prioritize Essentials
Focus on innovation while benefiting from a secure digital supply chain, confidently downloading models from public repositories, and enhancing efficiency in ML operations.
Protecting your digital supply chain by detecting adversarial or malicious code, and ensuring your ML models are secure for deployment.
Learn more about what Model Scanner can offer.
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